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Automation Risk Analysis

Will “Family Consumer Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #337 of 702. Estimated risk: 61.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

65%

“Family Consumer Scientist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 65% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“Family Consumer Scientist” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Market Research Analysts and Marketing Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets.

Avg. Annual Salary $86,480
Avg. Hourly Wage $41.58
Available Jobs (US) 861,140
Job Title & Hierarchy Code (SOC) Market Research Analysts and Marketing Specialists #13-1161
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Market Research Analysts and Marketing Specialists”

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Core Skills & Abilities

  • Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.

  • Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.

  • Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.

  • Monitor industry statistics and follow trends in trade literature.

  • Develop and implement procedures for identifying advertising needs.

  • Seek and provide information to help companies determine their position in the marketplace.

  • Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.

  • Attend staff conferences to provide management with information and proposals concerning the promotion, distribution, design, and pricing of company products or services.

  • Measure and assess customer and employee satisfaction.

  • Prepare reports of findings, illustrating data graphically and translating complex findings into written text.

  • Measure the effectiveness of marketing, advertising, and communications programs and strategies.

  • Direct trained survey interviewers.

  • Forecast and track marketing and sales trends, analyzing collected data.

Technologies & Software

  • WordPress
  • Map Maker
  • Alteryx AI
  • Factiva
  • Grok (xAI)
  • Google Ads
  • TikTok
  • Zoom
  • WorldAPP KeySurvey Suite
  • MySQL
  • Slack
  • FedBizOps
  • IBM Intelligent Miner
  • Hypertext markup language HTML
  • Asana
  • ESRI ArcGIS software
  • Microsoft Office software
  • Provalis Research Simstat
  • NortonLifeLock cybersecurity software
  • TNS MarketWhys
  • Red Hat Enterprise Linux
  • Apache Pig
  • Facebook
  • Sawtooth SSI Web
  • SAP Business Objects
  • Microsoft Word
  • Microsoft Visual Basic
  • Tableau
  • Digivey software (expert system feature)
  • WinCross
  • HubSpot software
  • Blackbaud The Raiser's Edge
  • Claude (Anthropic)
  • NCR Teradata Warehouse Miner
  • Aprimo Marketing
  • LogMeIn GoToWebinar
  • Neoforma Healthcare Products Information Services HPIS Market Intelligence
  • Google Drive
  • Oracle PeopleSoft
  • Microsoft Visio
  • MicroStrategy
  • Teradata Database
  • Planful AI
  • TNS Miriad
  • Microsoft Project
  • IBM Information Management System (IMS)
  • 3M Post-it App
  • Microsoft Dynamics
  • Google Docs
  • Meta Business AI
  • DeepSeek
  • Microsoft Copilot
  • Google Analytics
  • TechExcel ServiceWise
  • Adxstudio, for Microsoft
  • Database software
  • Apple macOS
  • Marketo Marketing Automation
  • Apache Hive
  • Adobe After Effects
  • IBM Cognos Impromptu
  • Cytel LogXact
  • Dynamic hypertext markup language DHTML
  • Drupal
  • Adobe Acrobat
  • DataRobot
  • Web browser software
  • Instagram
  • Apple Final Cut Pro
  • Salesforce software
  • Adobe Dreamweaver
  • Airtable
  • Financial planning software
  • Walmart Retail Link
  • SAP Crystal Reports
  • WeVideo
  • NetSuite ERP
  • Qwen (Alibaba)
  • Apache Hadoop
  • Digivey software (point of sale feature)
  • Dropbox
  • Delphi Technology
  • The MathWorks MATLAB
  • LogiXML Ad-HOC
  • Oracle Eloqua
  • SAS
  • Microsoft SharePoint
  • Presentation software
  • SAP software
  • JavaScript
  • Qlik Tech QlikView
  • Microsoft SQL Server
  • Verispan Patient Parameters
  • Microsoft Visual Basic for Applications VBA
  • Gemini for Workspace
  • YouTube
  • Amazon Redshift
  • AndersonBell Abstat
  • Sawtooth Composite Product Mapping CPM
  • Act!
  • Cascading style sheets CSS
  • Structured query language SQL
  • Minitab
  • Galilee Enterprise TargetPro
  • FileMaker Pro
  • Adobe Creative Cloud software
  • Microsoft Outlook
  • Microsoft Publisher
  • Tableau AI
  • Mistral (Mistral AI)
  • Adobe Photoshop
  • Microsoft Excel
  • ClassApps SelectSurveyASP
  • PHP
  • Google Slides
  • IBM SPSS Statistics
  • Llama (Meta)
  • Insightful Corporation Confirmit
  • Survey software
  • Medstat/INFORUM
  • UNISTAT Statistical Package
  • GroupMe
  • Apple Keynote
  • StataCorp Stata
  • Cytel Software XLMiner
  • GMI NET-MR
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft Access
  • SmugMug Flickr
  • Loom
  • TranspoLink BidLeads
  • Microsoft PowerPoint
  • LexisNexis
  • Vantage MCIF
  • R
  • Adobe InDesign
  • StatPac
  • LogMeIn GoToMeeting
  • ChatGPT (OpenAI)
  • Palisade StatTools
  • Social media sites
  • Thomson Financial Investext
  • Adaptive conjoint analysis ACA software
  • Intellimed
  • Nova (Amazon)
  • Insightful S-PLUS
  • Data analysis software
  • Mintel Reports
  • IBM Notes
  • LinkedIn
  • Basecamp
  • Perplexity AI
  • Word processing software
  • Napkin AI
  • Kimi (Moonshot AI)
  • Sawtooth Choice-Base Conjoint CBS
  • Perseus SurveySolutions
  • Evernote
  • Oracle Hyperion
  • Adobe ActionScript
  • GLOBE Claritas
  • Extensible hypertext markup language XHTML
  • Canva
  • Oracle Darwin
  • Geographic information system GIS marketing software
  • Thomson Dialog
  • Adobe Illustrator
  • AcaStat Software
  • Gemini (Google)
  • Scanners
  • Personal computers
  • Tablet computers
  • Notebook computers
  • Personal digital assistants PDA
  • Desktop computers